Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 34114 |
| Missing cells | 227366 |
| Missing cells (%) | 22.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.8 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 10 |
SUBJECT_ID is highly overall correlated with GROUP_ID | High correlation |
DISEASE_DURATION is highly overall correlated with REL_DAY | High correlation |
Height is highly overall correlated with GENDER_F and 1 other fields | High correlation |
REL_DAY is highly overall correlated with DISEASE_DURATION | High correlation |
Blood_Pressure_Manual_Systolic is highly overall correlated with AGE and 3 other fields | High correlation |
Blood_Pressure_Manual_Diastolic is highly overall correlated with Blood_Pressure_Manual_Systolic and 1 other fields | High correlation |
Arterial_Blood_Pressure_Systolic is highly overall correlated with Blood_Pressure_Manual_Systolic and 1 other fields | High correlation |
Arterial_Blood_Pressure_Diastolic is highly overall correlated with Arterial_Blood_Pressure_Mean | High correlation |
Arterial_Blood_Pressure_Mean is highly overall correlated with Blood_Pressure_Manual_Systolic and 2 other fields | High correlation |
GROUP_ID is highly overall correlated with SUBJECT_ID | High correlation |
GENDER_F is highly overall correlated with Height and 1 other fields | High correlation |
GENDER_M is highly overall correlated with Height and 1 other fields | High correlation |
MARITAL_STATUS_LIFE PARTNER is highly overall correlated with Blood_Pressure_Manual_Systolic and 1 other fields | High correlation |
MARITAL_STATUS_MARRIED is highly overall correlated with MARITAL_STATUS_SINGLE and 1 other fields | High correlation |
MARITAL_STATUS_SINGLE is highly overall correlated with MARITAL_STATUS_MARRIED | High correlation |
AGE is highly overall correlated with Blood_Pressure_Manual_Systolic | High correlation |
MARITAL_STATUS_WIDOWED is highly overall correlated with MARITAL_STATUS_MARRIED | High correlation |
Height has 31373 (92.0%) missing values | Missing |
Daily Weight has 21696 (63.6%) missing values | Missing |
Heart Rate Alarm - Low has 13791 (40.4%) missing values | Missing |
Heart rate Alarm - High has 13791 (40.4%) missing values | Missing |
Oxygen_Saturation_Alarm_High has 3042 (8.9%) missing values | Missing |
Oxygen_Saturation_Alarm_Low has 3008 (8.8%) missing values | Missing |
Oxygen_Pressure has 22285 (65.3%) missing values | Missing |
Blood_Pressure_Manual_Systolic has 33831 (99.2%) missing values | Missing |
Blood_Pressure_Manual_Diastolic has 33849 (99.2%) missing values | Missing |
Arterial_Blood_Pressure_Systolic has 16857 (49.4%) missing values | Missing |
Arterial_Blood_Pressure_Diastolic has 16856 (49.4%) missing values | Missing |
Arterial_Blood_Pressure_Mean has 16788 (49.2%) missing values | Missing |
Daily Weight is highly skewed (γ1 = 111.4360068) | Skewed |
Heart Rate Alarm - Low is highly skewed (γ1 = 90.12909524) | Skewed |
Heart rate Alarm - High is highly skewed (γ1 = 136.8670599) | Skewed |
Oxygen_Saturation is highly skewed (γ1 = 184.3770145) | Skewed |
Oxygen_Saturation_Alarm_High is highly skewed (γ1 = 150.5764458) | Skewed |
Oxygen_Saturation_Alarm_Low is highly skewed (γ1 = 175.9549229) | Skewed |
Arterial_Blood_Pressure_Diastolic is highly skewed (γ1 = 52.32333598) | Skewed |
REL_DAY has 7097 (20.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-25 08:41:59.731665 |
|---|---|
| Analysis finished | 2023-01-25 08:43:01.856329 |
| Duration | 1 minute and 2.12 seconds |
| Software version | pandas-profiling vdev |
| Download configuration | config.json |
SUBJECT_ID
Real number (ℝ)
| Distinct | 4278 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41697.253 |
| Minimum | 30 |
|---|---|
| Maximum | 99995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 3722 |
| Q1 | 18208.25 |
| median | 30678 |
| Q3 | 66786 |
| 95-th percentile | 93870 |
| Maximum | 99995 |
| Range | 99965 |
| Interquartile range (IQR) | 48577.75 |
Descriptive statistics
| Standard deviation | 29057.837 |
|---|---|
| Coefficient of variation (CV) | 0.69687653 |
| Kurtosis | -1.0596829 |
| Mean | 41697.253 |
| Median Absolute Deviation (MAD) | 20182 |
| Skewness | 0.46880994 |
| Sum | 1.4224601 × 109 |
| Variance | 8.443579 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19911 | 151 | 0.4% |
| 27427 | 114 | 0.3% |
| 2187 | 106 | 0.3% |
| 357 | 93 | 0.3% |
| 49555 | 87 | 0.3% |
| 18740 | 85 | 0.2% |
| 18982 | 80 | 0.2% |
| 30202 | 78 | 0.2% |
| 23680 | 77 | 0.2% |
| 14520 | 76 | 0.2% |
| Other values (4268) | 33167 |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 107 | 2 | < 0.1% |
| 124 | 33 | |
| 175 | 10 | < 0.1% |
| 199 | 6 | < 0.1% |
| 209 | 7 | < 0.1% |
| 211 | 8 | < 0.1% |
| 236 | 4 | < 0.1% |
| 249 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 99995 | 2 | < 0.1% |
| 99982 | 17 | |
| 99944 | 4 | < 0.1% |
| 99938 | 7 | |
| 99901 | 6 | < 0.1% |
| 99897 | 1 | < 0.1% |
| 99893 | 1 | < 0.1% |
| 99883 | 3 | < 0.1% |
| 99881 | 2 | < 0.1% |
| 99873 | 1 | < 0.1% |
HADM_ID
Real number (ℝ)
| Distinct | 7201 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 150199.55 |
| Minimum | 100018 |
|---|---|
| Maximum | 199995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 100018 |
|---|---|
| 5-th percentile | 104896 |
| Q1 | 124577 |
| median | 150542 |
| Q3 | 175905.5 |
| 95-th percentile | 195408.5 |
| Maximum | 199995 |
| Range | 99977 |
| Interquartile range (IQR) | 51328.5 |
Descriptive statistics
| Standard deviation | 29381.552 |
|---|---|
| Coefficient of variation (CV) | 0.19561678 |
| Kurtosis | -1.2370096 |
| Mean | 150199.55 |
| Median Absolute Deviation (MAD) | 25837 |
| Skewness | -0.013547159 |
| Sum | 5.1239073 × 109 |
| Variance | 8.6327558 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 171106 | 91 | 0.3% |
| 111955 | 86 | 0.3% |
| 175448 | 80 | 0.2% |
| 117448 | 78 | 0.2% |
| 111585 | 75 | 0.2% |
| 124705 | 69 | 0.2% |
| 108174 | 58 | 0.2% |
| 150854 | 55 | 0.2% |
| 148086 | 53 | 0.2% |
| 133854 | 53 | 0.2% |
| Other values (7191) | 33416 |
| Value | Count | Frequency (%) |
| 100018 | 3 | < 0.1% |
| 100020 | 1 | < 0.1% |
| 100035 | 10 | |
| 100036 | 2 | < 0.1% |
| 100039 | 7 | |
| 100045 | 6 | |
| 100061 | 1 | < 0.1% |
| 100068 | 4 | < 0.1% |
| 100091 | 1 | < 0.1% |
| 100099 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 199995 | 2 | < 0.1% |
| 199993 | 24 | |
| 199981 | 1 | < 0.1% |
| 199948 | 1 | < 0.1% |
| 199940 | 1 | < 0.1% |
| 199925 | 1 | < 0.1% |
| 199900 | 7 | < 0.1% |
| 199895 | 3 | < 0.1% |
| 199886 | 1 | < 0.1% |
| 199876 | 9 | < 0.1% |
DISEASE_DURATION
Real number (ℝ)
| Distinct | 6248 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.317381 |
| Minimum | 0.22986111 |
|---|---|
| Maximum | 164.36597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0.22986111 |
|---|---|
| 5-th percentile | 4.2520486 |
| Q1 | 8.9319444 |
| median | 15.134722 |
| Q3 | 25.9875 |
| 95-th percentile | 52.042361 |
| Maximum | 164.36597 |
| Range | 164.13611 |
| Interquartile range (IQR) | 17.055556 |
Descriptive statistics
| Standard deviation | 16.999925 |
|---|---|
| Coefficient of variation (CV) | 0.83671836 |
| Kurtosis | 6.3218489 |
| Mean | 20.317381 |
| Median Absolute Deviation (MAD) | 7.5305556 |
| Skewness | 2.1570897 |
| Sum | 693107.12 |
| Variance | 288.99747 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 91.65208333 | 91 | 0.3% |
| 86.84791667 | 86 | 0.3% |
| 105.5798611 | 80 | 0.2% |
| 106.8319444 | 78 | 0.2% |
| 78.72916667 | 75 | 0.2% |
| 49.04652778 | 73 | 0.2% |
| 91.60347222 | 69 | 0.2% |
| 60.83263889 | 58 | 0.2% |
| 42.54305556 | 56 | 0.2% |
| 55.60347222 | 55 | 0.2% |
| Other values (6238) | 33393 |
| Value | Count | Frequency (%) |
| 0.2298611111 | 1 | |
| 0.6423611111 | 1 | |
| 0.65625 | 1 | |
| 0.9284722222 | 1 | |
| 0.9979166667 | 1 | |
| 1.038888889 | 1 | |
| 1.040972222 | 1 | |
| 1.050694444 | 1 | |
| 1.056944444 | 2 | |
| 1.061111111 | 1 |
| Value | Count | Frequency (%) |
| 164.3659722 | 5 | < 0.1% |
| 106.8319444 | 78 | |
| 105.5798611 | 80 | |
| 99.81666667 | 3 | < 0.1% |
| 96.51041667 | 52 | |
| 93.94027778 | 26 | 0.1% |
| 91.65208333 | 91 | |
| 91.60347222 | 69 | |
| 86.84791667 | 86 | |
| 85.42083333 | 49 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 31373 |
| Missing (%) | 92.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.977614 |
| Minimum | 0 |
|---|---|
| Maximum | 95.9 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 63 |
| median | 66 |
| Q3 | 70 |
| 95-th percentile | 72 |
| Maximum | 95.9 |
| Range | 95.9 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.6755045 |
|---|---|
| Coefficient of variation (CV) | 0.08602167 |
| Kurtosis | 35.78247 |
| Mean | 65.977614 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -3.8443655 |
| Sum | 180844.64 |
| Variance | 32.211352 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 250 | 0.7% |
| 66 | 237 | 0.7% |
| 65 | 232 | 0.7% |
| 68 | 219 | 0.6% |
| 62 | 195 | 0.6% |
| 64 | 193 | 0.6% |
| 67 | 185 | 0.5% |
| 72 | 181 | 0.5% |
| 63 | 172 | 0.5% |
| 69 | 164 | 0.5% |
| Other values (50) | 713 | 2.1% |
| (Missing) | 31373 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 5 | 1 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 24 | 2 | |
| 25 | 2 | |
| 26 | 1 | < 0.1% |
| 27 | 2 | |
| 28 | 3 | |
| 29 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 95.9 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 79 | 2 | < 0.1% |
| 78.5 | 1 | < 0.1% |
| 78 | 7 | < 0.1% |
| 77 | 3 | < 0.1% |
| 76 | 8 | < 0.1% |
| 75 | 9 | < 0.1% |
| 74 | 45 |
AGE
Real number (ℝ)
| Distinct | 5327 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.567661 |
| Minimum | 19.175342 |
|---|---|
| Maximum | 89.060274 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 19.175342 |
|---|---|
| 5-th percentile | 46.315068 |
| Q1 | 62.10137 |
| median | 72.593151 |
| Q3 | 80.969863 |
| 95-th percentile | 89 |
| Maximum | 89.060274 |
| Range | 69.884932 |
| Interquartile range (IQR) | 18.868493 |
Descriptive statistics
| Standard deviation | 13.272869 |
|---|---|
| Coefficient of variation (CV) | 0.18808713 |
| Kurtosis | 0.23166088 |
| Mean | 70.567661 |
| Median Absolute Deviation (MAD) | 9.3328767 |
| Skewness | -0.71044934 |
| Sum | 2407345.2 |
| Variance | 176.16905 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 89 | 2440 | 7.2% |
| 66.39452055 | 91 | 0.3% |
| 75.37260274 | 86 | 0.3% |
| 75.88767123 | 81 | 0.2% |
| 83.34246575 | 80 | 0.2% |
| 75.28767123 | 78 | 0.2% |
| 42.78630137 | 69 | 0.2% |
| 85.10136986 | 67 | 0.2% |
| 60.35616438 | 66 | 0.2% |
| 74.53150685 | 59 | 0.2% |
| Other values (5317) | 30997 |
| Value | Count | Frequency (%) |
| 19.17534247 | 4 | |
| 19.45205479 | 2 | < 0.1% |
| 20.50958904 | 1 | < 0.1% |
| 20.5260274 | 6 | |
| 20.80273973 | 2 | < 0.1% |
| 21.07123288 | 2 | < 0.1% |
| 21.27945205 | 8 | |
| 21.46849315 | 2 | < 0.1% |
| 21.51506849 | 1 | < 0.1% |
| 21.5260274 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89.06027397 | 1 | < 0.1% |
| 89.03835616 | 4 | < 0.1% |
| 89.03561644 | 6 | < 0.1% |
| 89.02739726 | 5 | < 0.1% |
| 89.02191781 | 3 | < 0.1% |
| 89 | 2440 | |
| 88.99452055 | 5 | < 0.1% |
| 88.9890411 | 2 | < 0.1% |
| 88.97534247 | 1 | < 0.1% |
| 88.96712329 | 3 | < 0.1% |
GENDER_F
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18428 | |
| 1 | 15686 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 18428 | |
| 1 | 15686 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18428 | |
| 1 | 15686 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18428 | |
| 1 | 15686 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18428 | |
| 1 | 15686 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18428 | |
| 1 | 15686 |
GENDER_M
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 18428 | |
| 0 | 15686 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 18428 | |
| 0 | 15686 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 18428 | |
| 0 | 15686 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 18428 | |
| 0 | 15686 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 18428 | |
| 0 | 15686 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 18428 | |
| 0 | 15686 |
MARITAL_STATUS_DIVORCED
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 | 2649 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 31465 | |
| 1 | 2649 | 7.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 31465 | |
| 1 | 2649 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 31465 | |
| 1 | 2649 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 31465 | |
| 1 | 2649 | 7.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 31465 | |
| 1 | 2649 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 31465 | |
| 1 | 2649 | 7.8% |
MARITAL_STATUS_LIFE PARTNER
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 | 33 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 34081 | |
| 1 | 33 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 34081 | |
| 1 | 33 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 34081 | |
| 1 | 33 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34081 | |
| 1 | 33 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 34081 | |
| 1 | 33 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 34081 | |
| 1 | 33 | 0.1% |
MARITAL_STATUS_MARRIED
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17539 | |
| 1 | 16575 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17539 | |
| 1 | 16575 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17539 | |
| 1 | 16575 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17539 | |
| 1 | 16575 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17539 | |
| 1 | 16575 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17539 | |
| 1 | 16575 |
MARITAL_STATUS_SEPARATED
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 | 414 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 33700 | |
| 1 | 414 | 1.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 33700 | |
| 1 | 414 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33700 | |
| 1 | 414 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33700 | |
| 1 | 414 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 33700 | |
| 1 | 414 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33700 | |
| 1 | 414 | 1.2% |
MARITAL_STATUS_SINGLE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 26845 | |
| 1 | 7269 | 21.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 26845 | |
| 1 | 7269 | 21.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 26845 | |
| 1 | 7269 | 21.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 26845 | |
| 1 | 7269 | 21.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 26845 | |
| 1 | 7269 | 21.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 26845 | |
| 1 | 7269 | 21.3% |
MARITAL_STATUS_UNKNOWN (DEFAULT)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 | 158 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 33956 | |
| 1 | 158 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 33956 | |
| 1 | 158 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33956 | |
| 1 | 158 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 33956 | |
| 1 | 158 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 33956 | |
| 1 | 158 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 33956 | |
| 1 | 158 | 0.5% |
MARITAL_STATUS_WIDOWED
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 34114 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 27697 | |
| 1 | 6417 | 18.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 27697 | |
| 1 | 6417 | 18.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 27697 | |
| 1 | 6417 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 27697 | |
| 1 | 6417 | 18.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 34114 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 27697 | |
| 1 | 6417 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34114 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 27697 | |
| 1 | 6417 | 18.8% |
| Distinct | 128 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2226652 |
| Minimum | 0 |
|---|---|
| Maximum | 377 |
| Zeros | 7097 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 9 |
| 95-th percentile | 27 |
| Maximum | 377 |
| Range | 377 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 13.985055 |
|---|---|
| Coefficient of variation (CV) | 1.9362735 |
| Kurtosis | 294.94974 |
| Mean | 7.2226652 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 12.680053 |
| Sum | 246394 |
| Variance | 195.58176 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7097 | |
| 1 | 4869 | |
| 2 | 3457 | |
| 3 | 2627 | 7.7% |
| 4 | 2015 | 5.9% |
| 5 | 1640 | 4.8% |
| 6 | 1358 | 4.0% |
| 7 | 1171 | 3.4% |
| 8 | 994 | 2.9% |
| 9 | 868 | 2.5% |
| Other values (118) | 8018 |
| Value | Count | Frequency (%) |
| 0 | 7097 | |
| 1 | 4869 | |
| 2 | 3457 | |
| 3 | 2627 | 7.7% |
| 4 | 2015 | 5.9% |
| 5 | 1640 | 4.8% |
| 6 | 1358 | 4.0% |
| 7 | 1171 | 3.4% |
| 8 | 994 | 2.9% |
| 9 | 868 | 2.5% |
| Value | Count | Frequency (%) |
| 377 | 1 | |
| 376 | 1 | |
| 375 | 1 | |
| 374 | 1 | |
| 373 | 1 | |
| 372 | 1 | |
| 371 | 1 | |
| 370 | 1 | |
| 369 | 1 | |
| 368 | 1 |
| Distinct | 2646 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 21696 |
| Missing (%) | 63.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 435.0131 |
| Minimum | 0 |
|---|---|
| Maximum | 4327454.1 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 69.400002 |
| median | 82.8 |
| Q3 | 98.7 |
| 95-th percentile | 132.7 |
| Maximum | 4327454.1 |
| Range | 4327454.1 |
| Interquartile range (IQR) | 29.299998 |
Descriptive statistics
| Standard deviation | 38832.742 |
|---|---|
| Coefficient of variation (CV) | 89.267983 |
| Kurtosis | 12417.989 |
| Mean | 435.0131 |
| Median Absolute Deviation (MAD) | 14.4 |
| Skewness | 111.43601 |
| Sum | 5401992.6 |
| Variance | 1.5079818 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 75 | 70 | 0.2% |
| 80 | 62 | 0.2% |
| 90 | 62 | 0.2% |
| 70 | 62 | 0.2% |
| 72 | 57 | 0.2% |
| 79 | 56 | 0.2% |
| 78 | 52 | 0.2% |
| 85 | 51 | 0.1% |
| 77 | 50 | 0.1% |
| 82 | 49 | 0.1% |
| Other values (2636) | 11847 | |
| (Missing) | 21696 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 0.5 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 3.8 | 1 | < 0.1% |
| 8.4 | 1 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| 12.88888889 | 1 | < 0.1% |
| 13.50555556 | 1 | < 0.1% |
| 26.20000076 | 1 | < 0.1% |
| 29.12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4327454.1 | 1 | |
| 511.5 | 1 | |
| 335 | 1 | |
| 257 | 1 | |
| 253 | 2 | |
| 245 | 1 | |
| 243.3 | 1 | |
| 240 | 2 | |
| 239.1 | 1 | |
| 237 | 1 |
Heart Rate
Real number (ℝ)
| Distinct | 13897 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 81 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.513655 |
| Minimum | 32.846154 |
|---|---|
| Maximum | 338.70833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 32.846154 |
|---|---|
| 5-th percentile | 62.543939 |
| Q1 | 74.68 |
| median | 84.416667 |
| Q3 | 95.32 |
| 95-th percentile | 111.64554 |
| Maximum | 338.70833 |
| Range | 305.86218 |
| Interquartile range (IQR) | 20.64 |
Descriptive statistics
| Standard deviation | 15.066489 |
|---|---|
| Coefficient of variation (CV) | 0.17618811 |
| Kurtosis | 2.4248073 |
| Mean | 85.513655 |
| Median Absolute Deviation (MAD) | 10.291667 |
| Skewness | 0.49877151 |
| Sum | 2910286.2 |
| Variance | 226.9991 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 80 | 0.2% |
| 80 | 77 | 0.2% |
| 90 | 52 | 0.2% |
| 82 | 47 | 0.1% |
| 83 | 42 | 0.1% |
| 81 | 42 | 0.1% |
| 88 | 40 | 0.1% |
| 84 | 37 | 0.1% |
| 77 | 37 | 0.1% |
| 91 | 36 | 0.1% |
| Other values (13887) | 33543 | |
| (Missing) | 81 | 0.2% |
| Value | Count | Frequency (%) |
| 32.84615385 | 1 | |
| 34.94915254 | 1 | |
| 36.4137931 | 1 | |
| 36.95454545 | 1 | |
| 37.59259259 | 1 | |
| 37.8 | 1 | |
| 38.55172414 | 1 | |
| 39.14814815 | 1 | |
| 39.63636364 | 1 | |
| 39.91666667 | 1 |
| Value | Count | Frequency (%) |
| 338.7083333 | 1 | |
| 162.6956522 | 1 | |
| 161.4827586 | 1 | |
| 160.40625 | 1 | |
| 156.0769231 | 1 | |
| 155 | 1 | |
| 154.8636364 | 1 | |
| 154.2592593 | 1 | |
| 152.826087 | 1 | |
| 152.25 | 1 |
| Distinct | 154 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 13791 |
| Missing (%) | 40.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.859995 |
| Minimum | 15 |
|---|---|
| Maximum | 16743.333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 50 |
| median | 50 |
| Q3 | 60 |
| 95-th percentile | 60 |
| Maximum | 16743.333 |
| Range | 16728.333 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 157.72149 |
|---|---|
| Coefficient of variation (CV) | 2.8235142 |
| Kurtosis | 8499.0925 |
| Mean | 55.859995 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 90.129095 |
| Sum | 1135242.7 |
| Variance | 24876.069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 9679 | |
| 60 | 5629 | |
| 55 | 1910 | 5.6% |
| 56.66666667 | 567 | 1.7% |
| 53.33333333 | 522 | 1.5% |
| 52.5 | 351 | 1.0% |
| 57.5 | 324 | 0.9% |
| 45 | 182 | 0.5% |
| 47.5 | 96 | 0.3% |
| 51.66666667 | 69 | 0.2% |
| Other values (144) | 994 | 2.9% |
| (Missing) | 13791 |
| Value | Count | Frequency (%) |
| 15 | 2 | |
| 16 | 1 | < 0.1% |
| 22 | 2 | |
| 25 | 1 | < 0.1% |
| 25.66666667 | 1 | < 0.1% |
| 27.33333333 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 28 | 3 | |
| 28.33333333 | 1 | < 0.1% |
| 28.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16743.33333 | 1 | < 0.1% |
| 12567.5 | 1 | < 0.1% |
| 8395 | 1 | < 0.1% |
| 426 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 230 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 130 | 3 |
| Distinct | 206 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 13791 |
| Missing (%) | 40.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.53386 |
| Minimum | 1 |
|---|---|
| Maximum | 40130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 110 |
| Q1 | 120 |
| median | 120 |
| Q3 | 120 |
| 95-th percentile | 137.5 |
| Maximum | 40130 |
| Range | 40129 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 284.69609 |
|---|---|
| Coefficient of variation (CV) | 2.2860939 |
| Kurtosis | 19192.799 |
| Mean | 124.53386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 136.86706 |
| Sum | 2530901.6 |
| Variance | 81051.866 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 14258 | |
| 130 | 998 | 2.9% |
| 125 | 685 | 2.0% |
| 110 | 500 | 1.5% |
| 140 | 469 | 1.4% |
| 135 | 299 | 0.9% |
| 100 | 282 | 0.8% |
| 115 | 230 | 0.7% |
| 122.5 | 223 | 0.7% |
| 123.3333333 | 190 | 0.6% |
| Other values (196) | 2189 | 6.4% |
| (Missing) | 13791 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 20 | 2 | |
| 45 | 1 | < 0.1% |
| 50 | 4 | |
| 55 | 2 | |
| 60 | 2 | |
| 65 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 66.66666667 | 1 | < 0.1% |
| 70 | 2 |
| Value | Count | Frequency (%) |
| 40130 | 1 | |
| 4110 | 2 | |
| 2407.142857 | 1 | |
| 2120 | 1 | |
| 1052.5 | 1 | |
| 820 | 1 | |
| 685 | 1 | |
| 675 | 1 | |
| 670 | 1 | |
| 665 | 1 |
Oxygen_Saturation
Real number (ℝ)
| Distinct | 4414 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 118 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.1349 |
| Minimum | 0 |
|---|---|
| Maximum | 276753.91 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 93.321071 |
| Q1 | 95.76 |
| median | 97.211324 |
| Q3 | 98.541667 |
| 95-th percentile | 99.75 |
| Maximum | 276753.91 |
| Range | 276753.91 |
| Interquartile range (IQR) | 2.7816667 |
Descriptive statistics
| Standard deviation | 1500.4793 |
|---|---|
| Coefficient of variation (CV) | 14.271942 |
| Kurtosis | 33995.255 |
| Mean | 105.1349 |
| Median Absolute Deviation (MAD) | 1.3852368 |
| Skewness | 184.37701 |
| Sum | 3574166.2 |
| Variance | 2251438 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 444 | 1.3% |
| 97 | 297 | 0.9% |
| 98 | 290 | 0.9% |
| 96 | 255 | 0.7% |
| 99 | 245 | 0.7% |
| 95 | 188 | 0.6% |
| 97.5 | 166 | 0.5% |
| 96.5 | 158 | 0.5% |
| 98.5 | 147 | 0.4% |
| 99.5 | 136 | 0.4% |
| Other values (4404) | 31670 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 18 | 1 | |
| 50 | 1 | |
| 52.27777778 | 1 | |
| 61.36363636 | 1 | |
| 63 | 1 | |
| 65.1875 | 1 | |
| 66.11111111 | 1 | |
| 67.76190476 | 1 | |
| 68 | 1 |
| Value | Count | Frequency (%) |
| 276753.913 | 1 | |
| 503.6666667 | 1 | |
| 490.72 | 1 | |
| 461.5384615 | 1 | |
| 415.7 | 1 | |
| 401.4242424 | 1 | |
| 144.75 | 1 | |
| 136.4583333 | 1 | |
| 132.0869565 | 1 | |
| 130.96 | 1 |
| Distinct | 148 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 3042 |
| Missing (%) | 8.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.85832 |
| Minimum | 1 |
|---|---|
| Maximum | 85100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 85100 |
| Range | 85099 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 512.23926 |
|---|---|
| Coefficient of variation (CV) | 4.885061 |
| Kurtosis | 24518.742 |
| Mean | 104.85832 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 150.57645 |
| Sum | 3258157.6 |
| Variance | 262389.06 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 30521 | |
| 95 | 42 | 0.1% |
| 10 | 41 | 0.1% |
| 30 | 37 | 0.1% |
| 130 | 31 | 0.1% |
| 120 | 25 | 0.1% |
| 90 | 22 | 0.1% |
| 35 | 18 | 0.1% |
| 110 | 18 | 0.1% |
| 96.66666667 | 16 | < 0.1% |
| Other values (138) | 301 | 0.9% |
| (Missing) | 3042 | 8.9% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 41 | |
| 19 | 1 | < 0.1% |
| 30 | 37 | |
| 30.38461538 | 1 | < 0.1% |
| 30.4 | 1 | < 0.1% |
| 30.77777778 | 1 | < 0.1% |
| 30.95238095 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 85100 | 1 | < 0.1% |
| 20102 | 1 | < 0.1% |
| 16780.83333 | 1 | < 0.1% |
| 10085 | 2 | |
| 3428.333333 | 3 | |
| 2596.25 | 1 | < 0.1% |
| 2097 | 2 | |
| 1518.571429 | 1 | < 0.1% |
| 550 | 1 | < 0.1% |
| 400.3333333 | 1 | < 0.1% |
| Distinct | 697 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 3008 |
| Missing (%) | 8.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.290439 |
| Minimum | 2 |
|---|---|
| Maximum | 30093.333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 89 |
| Q1 | 90 |
| median | 90 |
| Q3 | 91.683158 |
| 95-th percentile | 93 |
| Maximum | 30093.333 |
| Range | 30091.333 |
| Interquartile range (IQR) | 1.6831579 |
Descriptive statistics
| Standard deviation | 170.24891 |
|---|---|
| Coefficient of variation (CV) | 1.864915 |
| Kurtosis | 31008.275 |
| Mean | 91.290439 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 175.95492 |
| Sum | 2839680.4 |
| Variance | 28984.691 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 90 | 18044 | |
| 92 | 5405 | 15.8% |
| 93 | 1599 | 4.7% |
| 91 | 1182 | 3.5% |
| 88 | 500 | 1.5% |
| 91.33333333 | 385 | 1.1% |
| 89 | 380 | 1.1% |
| 91.5 | 353 | 1.0% |
| 90.66666667 | 335 | 1.0% |
| 92.5 | 226 | 0.7% |
| Other values (687) | 2697 | 7.9% |
| (Missing) | 3008 | 8.8% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 8 | 67 | |
| 9 | 7 | < 0.1% |
| 10 | 2 | < 0.1% |
| 20.52631579 | 1 | < 0.1% |
| 20.92307692 | 1 | < 0.1% |
| 35.33333333 | 1 | < 0.1% |
| 41.4 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30093.33333 | 1 | < 0.1% |
| 644 | 1 | < 0.1% |
| 508.5 | 1 | < 0.1% |
| 386.6666667 | 1 | < 0.1% |
| 368 | 1 | < 0.1% |
| 299.25 | 1 | < 0.1% |
| 292.5 | 1 | < 0.1% |
| 225 | 2 | < 0.1% |
| 113.3333333 | 1 | < 0.1% |
| 100 | 15 |
Oxygen_Pressure
Real number (ℝ)
| Distinct | 2614 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 22285 |
| Missing (%) | 65.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.64397 |
| Minimum | 20 |
|---|---|
| Maximum | 688 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 87.333333 |
| median | 109.5 |
| Q3 | 142.6 |
| 95-th percentile | 241.12571 |
| Maximum | 688 |
| Range | 668 |
| Interquartile range (IQR) | 55.266667 |
Descriptive statistics
| Standard deviation | 59.816339 |
|---|---|
| Coefficient of variation (CV) | 0.47989756 |
| Kurtosis | 10.513181 |
| Mean | 124.64397 |
| Median Absolute Deviation (MAD) | 25.5 |
| Skewness | 2.4832388 |
| Sum | 1474413.6 |
| Variance | 3577.9944 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 86 | 95 | 0.3% |
| 89 | 86 | 0.3% |
| 84 | 84 | 0.2% |
| 87 | 79 | 0.2% |
| 88 | 77 | 0.2% |
| 95 | 76 | 0.2% |
| 85 | 75 | 0.2% |
| 100 | 74 | 0.2% |
| 98 | 74 | 0.2% |
| 106 | 74 | 0.2% |
| Other values (2604) | 11035 | |
| (Missing) | 22285 |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 2 | |
| 29 | 2 | |
| 30 | 1 | < 0.1% |
| 31 | 2 | |
| 32 | 3 | |
| 33 | 3 |
| Value | Count | Frequency (%) |
| 688 | 1 | |
| 675 | 1 | |
| 673 | 1 | |
| 672 | 1 | |
| 669 | 1 | |
| 662 | 1 | |
| 640 | 1 | |
| 634.3499756 | 1 | |
| 619 | 1 | |
| 545 | 1 |
| Distinct | 142 |
|---|---|
| Distinct (%) | 50.2% |
| Missing | 33831 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.70039 |
| Minimum | 48 |
|---|---|
| Maximum | 201.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 98 |
| median | 112 |
| Q3 | 132 |
| 95-th percentile | 164 |
| Maximum | 201.5 |
| Range | 153.5 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 26.045738 |
|---|---|
| Coefficient of variation (CV) | 0.22511367 |
| Kurtosis | 0.49552196 |
| Mean | 115.70039 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.65857325 |
| Sum | 32743.209 |
| Variance | 678.38048 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 10 | < 0.1% |
| 90 | 10 | < 0.1% |
| 110 | 8 | < 0.1% |
| 102 | 6 | < 0.1% |
| 124 | 6 | < 0.1% |
| 106 | 6 | < 0.1% |
| 112 | 5 | < 0.1% |
| 96 | 5 | < 0.1% |
| 88 | 5 | < 0.1% |
| 120 | 5 | < 0.1% |
| Other values (132) | 217 | 0.6% |
| (Missing) | 33831 |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 68 | 1 | |
| 70 | 2 | |
| 70.5 | 1 | |
| 71 | 1 | |
| 72 | 1 | |
| 72.66666667 | 1 | |
| 74 | 1 | |
| 76 | 2 | |
| 76.5 | 1 |
| Value | Count | Frequency (%) |
| 201.5 | 1 | |
| 198 | 1 | |
| 195 | 1 | |
| 186 | 1 | |
| 183 | 2 | |
| 180 | 1 | |
| 178 | 1 | |
| 176.5 | 1 | |
| 175 | 1 | |
| 170 | 1 |
| Distinct | 108 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 33849 |
| Missing (%) | 99.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.170249 |
| Minimum | 28.5 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 28.5 |
|---|---|
| 5-th percentile | 41.68 |
| Q1 | 52 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 90.8 |
| Maximum | 136 |
| Range | 107.5 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 15.437021 |
|---|---|
| Coefficient of variation (CV) | 0.24830238 |
| Kurtosis | 2.9056956 |
| Mean | 62.170249 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.201205 |
| Sum | 16475.116 |
| Variance | 238.30161 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 19 | 0.1% |
| 50 | 13 | < 0.1% |
| 58 | 9 | < 0.1% |
| 62 | 8 | < 0.1% |
| 68 | 8 | < 0.1% |
| 54 | 7 | < 0.1% |
| 70 | 7 | < 0.1% |
| 48 | 6 | < 0.1% |
| 40 | 5 | < 0.1% |
| 56 | 5 | < 0.1% |
| Other values (98) | 178 | 0.5% |
| (Missing) | 33849 |
| Value | Count | Frequency (%) |
| 28.5 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 31.5 | 1 | < 0.1% |
| 35 | 2 | < 0.1% |
| 37.33333333 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 40 | 5 | |
| 41.5 | 1 | < 0.1% |
| 41.6 | 1 | < 0.1% |
| 42 | 4 |
| Value | Count | Frequency (%) |
| 136 | 1 | |
| 120 | 1 | |
| 114.5 | 1 | |
| 110 | 2 | |
| 109.6666667 | 1 | |
| 98 | 2 | |
| 94 | 1 | |
| 93 | 1 | |
| 92 | 1 | |
| 91.5 | 2 |
| Distinct | 10076 |
|---|---|
| Distinct (%) | 58.4% |
| Missing | 16857 |
| Missing (%) | 49.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.36876 |
| Minimum | 0 |
|---|---|
| Maximum | 210.14286 |
| Zeros | 18 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 92.82963 |
| Q1 | 105.45833 |
| median | 115.92 |
| Q3 | 129.6 |
| 95-th percentile | 153.29661 |
| Maximum | 210.14286 |
| Range | 210.14286 |
| Interquartile range (IQR) | 24.141667 |
Descriptive statistics
| Standard deviation | 19.139368 |
|---|---|
| Coefficient of variation (CV) | 0.16169274 |
| Kurtosis | 2.062392 |
| Mean | 118.36876 |
| Median Absolute Deviation (MAD) | 11.656923 |
| Skewness | 0.20249413 |
| Sum | 2042689.6 |
| Variance | 366.31542 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 119 | 27 | 0.1% |
| 116 | 26 | 0.1% |
| 114 | 26 | 0.1% |
| 115 | 25 | 0.1% |
| 108 | 24 | 0.1% |
| 122 | 24 | 0.1% |
| 118 | 24 | 0.1% |
| 110 | 23 | 0.1% |
| 111 | 23 | 0.1% |
| 104 | 23 | 0.1% |
| Other values (10066) | 17012 | |
| (Missing) | 16857 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 4 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 11.2962963 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 26.2 | 1 | < 0.1% |
| 30.5 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 40.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 210.1428571 | 1 | |
| 203.0357143 | 1 | |
| 200.64 | 1 | |
| 196.6666667 | 1 | |
| 192.25 | 1 | |
| 190.75 | 1 | |
| 190.7272727 | 1 | |
| 189.2352941 | 1 | |
| 189 | 1 | |
| 188.9090909 | 1 |
| Distinct | 8367 |
|---|---|
| Distinct (%) | 48.5% |
| Missing | 16856 |
| Missing (%) | 49.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.804376 |
| Minimum | 0 |
|---|---|
| Maximum | 2960.5721 |
| Zeros | 20 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42.541667 |
| Q1 | 50.690934 |
| median | 56.893021 |
| Q3 | 64.2 |
| 95-th percentile | 77.25 |
| Maximum | 2960.5721 |
| Range | 2960.5721 |
| Interquartile range (IQR) | 13.509066 |
Descriptive statistics
| Standard deviation | 41.985169 |
|---|---|
| Coefficient of variation (CV) | 0.71398036 |
| Kurtosis | 3097.0481 |
| Mean | 58.804376 |
| Median Absolute Deviation (MAD) | 6.6930206 |
| Skewness | 52.323336 |
| Sum | 1014845.9 |
| Variance | 1762.7544 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55 | 56 | 0.2% |
| 59 | 44 | 0.1% |
| 49 | 41 | 0.1% |
| 53 | 40 | 0.1% |
| 51 | 39 | 0.1% |
| 56 | 39 | 0.1% |
| 61 | 38 | 0.1% |
| 60 | 37 | 0.1% |
| 54 | 37 | 0.1% |
| 50 | 36 | 0.1% |
| Other values (8357) | 16851 | |
| (Missing) | 16856 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 4.962962963 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 18.85714286 | 1 | < 0.1% |
| 19.6 | 1 | < 0.1% |
| 20.22222222 | 1 | < 0.1% |
| 21.65714286 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2960.572143 | 1 | |
| 2566.074074 | 1 | |
| 2398.166667 | 1 | |
| 2070.966667 | 1 | |
| 1804.71875 | 1 | |
| 521.4117647 | 1 | |
| 429.1666667 | 1 | |
| 411.3333333 | 1 | |
| 358.9130435 | 1 | |
| 357.84 | 1 |
| Distinct | 8806 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 16788 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.038385 |
| Minimum | -40 |
|---|---|
| Maximum | 428.83333 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 28 |
| Negative (%) | 0.1% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | -40 |
|---|---|
| 5-th percentile | 61.75 |
| Q1 | 70 |
| median | 76.458333 |
| Q3 | 85.541667 |
| 95-th percentile | 102.76692 |
| Maximum | 428.83333 |
| Range | 468.83333 |
| Interquartile range (IQR) | 15.541667 |
Descriptive statistics
| Standard deviation | 17.822367 |
|---|---|
| Coefficient of variation (CV) | 0.22549002 |
| Kurtosis | 66.901707 |
| Mean | 79.038385 |
| Median Absolute Deviation (MAD) | 7.4175 |
| Skewness | 4.8922111 |
| Sum | 1369419.1 |
| Variance | 317.63678 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 75 | 43 | 0.1% |
| 74 | 43 | 0.1% |
| 76 | 41 | 0.1% |
| 78 | 38 | 0.1% |
| 72 | 38 | 0.1% |
| 73 | 36 | 0.1% |
| 81 | 35 | 0.1% |
| 70 | 34 | 0.1% |
| 85 | 31 | 0.1% |
| 71 | 31 | 0.1% |
| Other values (8796) | 16956 | |
| (Missing) | 16788 |
| Value | Count | Frequency (%) |
| -40 | 1 | |
| -34.33333333 | 1 | |
| -31.2 | 1 | |
| -28.66666667 | 1 | |
| -26 | 1 | |
| -23.25 | 1 | |
| -21 | 1 | |
| -19 | 1 | |
| -15.35 | 1 | |
| -15.14285714 | 1 |
| Value | Count | Frequency (%) |
| 428.8333333 | 1 | |
| 414.2173913 | 1 | |
| 387.125 | 1 | |
| 357 | 1 | |
| 356 | 1 | |
| 341.28 | 1 | |
| 338.5 | 1 | |
| 334.6666667 | 1 | |
| 332.2916667 | 1 | |
| 329.6 | 1 |
GROUP_ID
Real number (ℝ)
| Distinct | 7201 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1697403 × 1010 |
| Minimum | 30104557 |
|---|---|
| Maximum | 9.9995138 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 266.6 KiB |
Quantile statistics
| Minimum | 30104557 |
|---|---|
| 5-th percentile | 3.7221508 × 109 |
| Q1 | 1.8208398 × 1010 |
| median | 3.0678197 × 1010 |
| Q3 | 6.6786111 × 1010 |
| 95-th percentile | 9.3870128 × 1010 |
| Maximum | 9.9995138 × 1010 |
| Range | 9.9965033 × 1010 |
| Interquartile range (IQR) | 4.8577714 × 1010 |
Descriptive statistics
| Standard deviation | 2.9057837 × 1010 |
|---|---|
| Coefficient of variation (CV) | 0.69687401 |
| Kurtosis | -1.059683 |
| Mean | 4.1697403 × 1010 |
| Median Absolute Deviation (MAD) | 2.0182014 × 1010 |
| Skewness | 0.46880992 |
| Sum | 1.4224652 × 1015 |
| Variance | 8.4435787 × 1020 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.991117111 × 1010 | 91 | 0.3% |
| 4.955511196 × 1010 | 86 | 0.3% |
| 2.742717545 × 1010 | 80 | 0.2% |
| 3.020211745 × 1010 | 78 | 0.2% |
| 3.278811158 × 1010 | 75 | 0.2% |
| 1.45201247 × 1010 | 69 | 0.2% |
| 7.369510817 × 1010 | 58 | 0.2% |
| 2.131215085 × 1010 | 55 | 0.2% |
| 2.381114809 × 1010 | 53 | 0.2% |
| 8.178613385 × 1010 | 53 | 0.2% |
| Other values (7191) | 33416 |
| Value | Count | Frequency (%) |
| 30104557 | 1 | < 0.1% |
| 34144319 | 1 | < 0.1% |
| 107174162 | 1 | < 0.1% |
| 107182383 | 1 | < 0.1% |
| 124112906 | 7 | < 0.1% |
| 124134369 | 1 | < 0.1% |
| 124138376 | 22 | |
| 124172461 | 3 | < 0.1% |
| 175159223 | 1 | < 0.1% |
| 175176764 | 9 |
| Value | Count | Frequency (%) |
| 9.999513781 × 1010 | 2 | < 0.1% |
| 9.998218379 × 1010 | 6 | |
| 9.998215145 × 1010 | 7 | |
| 9.998211275 × 1010 | 4 | |
| 9.994418565 × 1010 | 4 | |
| 9.993810382 × 1010 | 7 | |
| 9.990113171 × 1010 | 6 | |
| 9.989716291 × 1010 | 1 | < 0.1% |
| 9.989312835 × 1010 | 1 | < 0.1% |
| 9.988319852 × 1010 | 1 | < 0.1% |
DOD_LABEL
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.6 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 102342 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 28999 | |
| 1.0 | 5115 | 15.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 28999 | |
| 1.0 | 5115 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 63113 | |
| . | 34114 | |
| 1 | 5115 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 68228 | |
| Other Punctuation | 34114 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 63113 | |
| 1 | 5115 | 7.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34114 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 102342 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 63113 | |
| . | 34114 | |
| 1 | 5115 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 102342 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 63113 | |
| . | 34114 | |
| 1 | 5115 | 5.0% |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| SUBJECT_ID | HADM_ID | DISEASE_DURATION | Height | AGE | GENDER_F | GENDER_M | MARITAL_STATUS_DIVORCED | MARITAL_STATUS_LIFE PARTNER | MARITAL_STATUS_MARRIED | MARITAL_STATUS_SEPARATED | MARITAL_STATUS_SINGLE | MARITAL_STATUS_UNKNOWN (DEFAULT) | MARITAL_STATUS_WIDOWED | REL_DAY | Daily Weight | Heart Rate | Heart Rate Alarm - Low | Heart rate Alarm - High | Oxygen_Saturation | Oxygen_Saturation_Alarm_High | Oxygen_Saturation_Alarm_Low | Oxygen_Pressure | Blood_Pressure_Manual_Systolic | Blood_Pressure_Manual_Diastolic | Arterial_Blood_Pressure_Systolic | Arterial_Blood_Pressure_Diastolic | Arterial_Blood_Pressure_Mean | GROUP_ID | DOD_LABEL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 30 | 104557 | 5.013889 | NaN | 89.000000 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 80.750000 | NaN | NaN | 92.526316 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 30104557 | 0.0 |
| 1 | 34 | 144319 | 2.622917 | 65.0 | 89.000000 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 54.666667 | 40.0 | 120.0 | 96.160000 | 100.0 | 90.0 | NaN | NaN | NaN | NaN | NaN | NaN | 34144319 | 0.0 |
| 2 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 97.500000 | 64.428571 | NaN | NaN | 99.166667 | 100.0 | 90.0 | NaN | NaN | NaN | 127.428571 | 69.285714 | 93.700000 | 357174486 | 0.0 |
| 3 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | NaN | 74.580645 | NaN | NaN | 98.212121 | 100.0 | 90.0 | NaN | NaN | NaN | 126.290323 | 64.612903 | 85.709677 | 357174486 | 0.0 |
| 4 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | NaN | 83.590909 | NaN | NaN | 95.807692 | 100.0 | 91.0 | NaN | NaN | NaN | 125.818182 | 65.636364 | 86.636364 | 357174486 | 0.0 |
| 5 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | NaN | 74.923077 | NaN | NaN | 97.185185 | 100.0 | 92.0 | NaN | NaN | NaN | 113.192308 | 57.461538 | 77.346154 | 357174486 | 0.0 |
| 6 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 4 | NaN | 76.360000 | NaN | NaN | 95.333333 | 100.0 | 92.0 | NaN | NaN | NaN | 139.913043 | 63.583333 | 88.375000 | 357174486 | 0.0 |
| 7 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 5 | 102.800003 | 76.720000 | NaN | NaN | 96.666667 | 100.0 | 90.0 | NaN | NaN | NaN | 114.000000 | 56.200000 | 74.391304 | 357174486 | 0.0 |
| 8 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 6 | NaN | 76.250000 | NaN | NaN | 99.142857 | 100.0 | 90.0 | NaN | NaN | NaN | 135.642857 | 66.750000 | 89.500000 | 357174486 | 0.0 |
| 9 | 357 | 174486 | 28.282639 | NaN | 62.753425 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 7 | 103.099998 | 71.000000 | NaN | NaN | 97.200000 | 100.0 | 92.2 | NaN | NaN | NaN | 118.772727 | 53.636364 | 74.454545 | 357174486 | 0.0 |
| SUBJECT_ID | HADM_ID | DISEASE_DURATION | Height | AGE | GENDER_F | GENDER_M | MARITAL_STATUS_DIVORCED | MARITAL_STATUS_LIFE PARTNER | MARITAL_STATUS_MARRIED | MARITAL_STATUS_SEPARATED | MARITAL_STATUS_SINGLE | MARITAL_STATUS_UNKNOWN (DEFAULT) | MARITAL_STATUS_WIDOWED | REL_DAY | Daily Weight | Heart Rate | Heart Rate Alarm - Low | Heart rate Alarm - High | Oxygen_Saturation | Oxygen_Saturation_Alarm_High | Oxygen_Saturation_Alarm_Low | Oxygen_Pressure | Blood_Pressure_Manual_Systolic | Blood_Pressure_Manual_Diastolic | Arterial_Blood_Pressure_Systolic | Arterial_Blood_Pressure_Diastolic | Arterial_Blood_Pressure_Mean | GROUP_ID | DOD_LABEL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 34104 | 98724 | 186754 | 11.051389 | NaN | 84.468493 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | NaN | 112.333333 | 60.000000 | 125.0 | 93.291667 | 100.0 | 89.0 | 194.5 | NaN | NaN | 121.647059 | 45.882353 | 71.176471 | 98724186754 | 0.0 |
| 34105 | 98753 | 185764 | 19.440278 | 64.0 | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | 92.216216 | 50.000000 | 140.0 | 94.636364 | 100.0 | 90.0 | 62.0 | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34106 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 50.4 | 95.666667 | 60.000000 | 120.0 | 95.708333 | 100.0 | 90.0 | NaN | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34107 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 2 | NaN | 95.782609 | 60.000000 | 120.0 | 92.086957 | 100.0 | 89.0 | NaN | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34108 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 44.6 | 89.043478 | 60.000000 | 120.0 | 92.875000 | 100.0 | 89.0 | NaN | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34109 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 4 | NaN | 85.833333 | NaN | NaN | 93.500000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34110 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 5 | NaN | 88.066667 | 50.000000 | 120.0 | 95.066667 | 100.0 | 90.0 | 64.0 | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34111 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 6 | NaN | 78.958333 | 60.000000 | 120.0 | 97.541667 | 100.0 | 90.0 | NaN | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34112 | 98753 | 185764 | 19.440278 | NaN | 77.832877 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 7 | 42.4 | 70.083333 | 60.000000 | 120.0 | 98.695652 | 100.0 | 90.0 | NaN | NaN | NaN | NaN | NaN | NaN | 98753185764 | 1.0 |
| 34113 | 98755 | 184156 | 1.185417 | 62.0 | 80.180822 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | NaN | 91.320000 | 56.666667 | 120.0 | 90.071429 | 100.0 | 85.0 | 70.4 | NaN | NaN | NaN | NaN | NaN | 98755184156 | 0.0 |